- Snap Inc. / Facebook, Inc. et al. v. Palo Alto Research Center LLCAll claims unpatentablePTAB · Mar 24, 2023 · IPR2021-01294 · APJ Sheila F Mcshane · IPR · Final written decision
The Board held all challenged claims 1–25 unpatentable under the asserted obviousness grounds and denied Patent Owner’s contingent motions to amend.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“2. Level of Ordinary Skill in the Art Snap proposes that a person of ordinary skill in the art at the time of the ’599 patent would have possessed “an undergraduate degree in electrical engineering, computer engineering, computer science or a related field along with at least two years of work experience in the field of content presentation and context-based systems/processes.” Snap Pet. 3 (citing Snap IPR, Ex. 1002 ¶¶ 30–32); Snap IPR, Ex. 1022 ¶ 32. Snap further asserts that additional “education can supplement practical experience and vice versa.” Id. In the Decision on Institution, we determined that Snap’s proposed description of the qualifications of a person of ordinary skill in the art aligned with the technology and claims of the ’599 patent. Snap Inst. Dec. 6–7. For this proceeding, Patent Owner and Dr. Martin apply this level of skill in the art. Snap PO Resp. 11–12; Snap IPR, Ex. 2003 ¶¶ 48–50. Accordingly, for the reasons given in the Decision on Institution, we adopt Snap’s proposed level of ordinary skill in the art. Snap Inst. Dec. 6–7.” slip op. at 11
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for petitioner
“Dr. Martin also provides consistent testimony on this issue. Snap IPR, Ex. 2003 ¶¶ 81–82. Put simply, the Specification’s disclosure is that the set of rules for multiple content packages includes an expected response, and actions are then performed based on whether an expected response is or is not provided. Moreover, as Dr. Almeroth testifies, neither the claims nor the Specification use the term “unexpected response”—rather the Specification only identifies an “expected response.” Snap IPR, Ex. 1022 ¶ 42. Accordingly, the disclosures in Table 1 and the Specification support Dr. Almeroth’s testimony that a person of ordinary skill would have understood that “the claimed ‘determin[e/ing]’ limitation requires what it plainly recites: ‘determin[e/ing] whether the received response matches the expected response[]’. . . . [i]t does not require an unexpected response not known to the system.” Snap IPR, Ex. 1022 ¶ 51.” slip op. at 18
- Obviousness (§103) › Motivation to combine / reasonable expectation of successUnpatentableMotivation foundUnpatentable
“time,’ ‘type of location,’ and other contextual information to automatically determine whether users would like to undertake learning activities.” Twitter Pet. Reply 18 (citing Twitter IPR, Ex. 1005, 2 3, 5 (“A check . . . to see if the information from the database corresponds with the location sensor (i.e. a check on whether the learner is really keeping his/her schedule).”), Fig.1; Twitter IPR, Ex. 1025 ¶ 49; Twitter IPR, Ex. 1003 ¶¶ 85, 157–162, 238, 435, 451, 517; Twitter Pet. 20–21). Accordingly, the evidence of record support that Yau teaches that context triggers the display of a content piece, such as an exercise/test/quiz. Patent Owner also argues that Twitter asserts that PALLES’ content piece is “‘exercise[s],’ ‘test[s],’ and/or ‘MP Quiz[zes],’” but also contends that Yau’s “formal assessment” is the claimed content piece. Twitter PO Resp. 32. Patent Owner argues that “Twitter points back to its limitation 12.1 PALLAS evidence for the purported ‘content piece’” and also does not mention Yau for limitation 12.5 and 12.6 and “only conclusorily states that ‘PALLAS in view of Yau renders obvious triggering an exercise/test/quiz.’” Id. Patent Owner’s arguments overlook Twitter’s assertion, with Dr. Turnbull’s supporting testimony, that a person of ordinary skill in the art would have understood that Yau’s formal assessments are “tests with answers for comparing against learner’s responses to assess knowledge/performance/skill (contrasting with ‘un-assessed’ exercises whose responses are unchecked).” Twitter Pet. 43; Twitter IPR, Ex. 1003 ¶ 154. Further, Patent Owner overlooks Petitioner’s assertion that it is implementing PALLAS’s context-triggerbased content display using Yau’s teachings of displaying assessments/questions based on context. Twitter Pet. 43. Patent Owner also asserts that in the PALLAS-Yau combination, Twitter does not explain how a person of ordinary skill in the art would have combined the prior art in the manner Petitioner alleges. Twitter PO Resp. 42. Patent Owner argues that “PALLAS says nothing about forcing quizzes, tests, or exercises on its users without the users asking for such exercises,” and a person of skill would understand that the combined system still requires that a student select a learning activity and that PALLAS’s system should be unobtrusive because learners “may have small time slots to engage in learning.” Id. (citing Twitter IPR, Ex. 2013 ¶ 168; Twitter IPR, Ex. 1004, 54). Patent Owner further contends that “Twitter’s conclusory, hindsight-driven statements” do not suffice and PALLAS teaches away from the modifications suggested by Twitter. Id. at 42–43 (citing Twitter IPR, Ex. 2013 ¶ 144). Patent Owner argues that because a learner may not have time to complete a test, a person of ordinary skill in the art would not be motivated to change PALLAS to trigger exercises/tests/quizzes based on location or time. Id. at 43 (citing Twitter IPR, Ex. 2013 ¶¶ 142–144). The evidence of record does not support Patent Owner’s arguments.” slip op. at 115
- ScopeMotion to amend, grantedGranted
“2. Enlarging Scope of Claims Patent Owner asserts that it proposes narrowing limitations in direct response to the grounds of unpatentability involved in this proceeding. See, e.g., Snap Mot. 3–4. Facebook argues Patent Owner is “improperly attempting to enlarge the scope of the original claims.” Facebook Pet. Opp. 1. Facebook asserts, “[i]f ‘an expected response’ means one or more expected responses, therefore, determining whether the received response ‘matches the expected response’ means that the received response must match [all of] the one or more previously-recited expected responses in the content package.” Id. at 3 (emphasis omitted). Facebook then argues “the term ‘predefined response’ is broader than ‘expected response,’” because “an ‘expected response’ does not include any conceivable or possible response; it is a response that is expected.” Id. at 4–5 (emphasis omitted). Twitter argues that “‘predefined response’ is broader than ‘expected response’ because a ‘predefined response’ can include any possible response as long as that response has been somehow defined in advance.” Twitter Pet. Opp. 2. We consider the amendments in view of the claim as a whole. Although the term “one predefined response” may be broader than “an expected response,” we also consider the amended portion “wherein the received response is expected if the received response matches one or more of the at least one predefined response,” and “the received response is unexpected if the received response does not match any of the at least one predefined response.” Unless the response had been predefined within the content package, any “received response” could not be considered “expected” under the claims, and the additional clause requires a match of the response with the predefined response to be deemed “expected.” This equates to an equivalent scope to the original claim. This is consistent with Dr. Martin’s testimony, which we credit, that he is not aware of a situation where the substitute but not original claims are infringed because “[t]he substitute claims would only be satisfied when a ‘predefined response’ in the substitute claims is an ‘expected response’ in the original claims.” Facebook IPR, Ex. 2023 ¶ 59.” slip op. at 136
Patent outcomesUS 8,489,599 unpatentableClaim construction§ 101 eligibility§ 103 obviousnesscites Alice · Mayo · Bilski · Electric Power · Phillips · KSR · GrahamPatents in suitUS 8,489,599 - Gain Capital Holdings, Inc. v. Oanda CorporationAll claims unpatentablePTAB · Mar 16, 2022 · CBM2020-00023 · APJ Justin T Arbes · CBM · Final written decision
Claims 1–12 are unpatentable under § 101; proposed substitute claim 13 is unpatentable under §§ 101 and 103 over Pictet, and the revised motion to amend is denied.
RulingsFinal written decision- Patent Eligibility (§101) › Alice/Mayo step one — 'directed to'Step1 directed to exceptionUnpatentable
“all directed to “time-based trade analysis” “improperly describes the claims at too high a level of abstraction, as warned against in” Enfish, LLC v. Microsoft Corp., 822 F.3d 1327, 1335, 1337 (Fed. Cir. 2016). PO Resp. 5–6. We disagree. Petitioner’s articulation of the abstract idea to which claim 1 is allegedly directed is appropriately focused and tied to the specific language of the limitations of the claim. Petitioner explains how the recited “price data” and “current system position information” are the key inputs for time-based trade analysis and how calculating a trade recommendation using sub-models based on different times of day constitutes such analysis. See Pet. 31–34. Further, “time-based trade analysis” is not a general field, but rather a particular practice, namely the analysis of potential trades based on time. That type of analysis is reflected expressly in claim 1 via the use of a plurality of sub-models where each is based on “a different time of day.” Petitioner’s analysis is persuasive, as it is consistent with the language of claim 1 and supported by the testimony of Mr. Donefer, which we credit.6 Based on the full record developed during trial, we are persuaded that claim 1 recites time-based trade analysis. Doing so is a fundamental economic practice, which is one of the certain methods of organizing human activity identified in the Guidance, and, thus, an abstract idea.” slip op. at 21
- Patent Eligibility (§101) › Alice/Mayo step two — inventive conceptStep2 no inventive conceptUnpatentable
“We disagree. Claim 1 does not recite a distributed system architecture, sub-model calculations executed concurrently in parallel, or real-time operation for a large number of users, all of which Patent Owner relies on to show a patent-eligible application of the alleged abstract idea. See Reply 6, 8; Ex. 1038 ¶¶ 22, 25–26. Claim 1 broadly recites “calculating trade recommendation information from each of a plurality of trading sub-models,” each “based on a different time of day,” and “calculating a trade recommendation . . . based on said trade recommendation information from each of said trading sub-models.” The claim does not specify how, when, or by what component the calculations are performed. Thus, Patent Owner’s contention that steps (d) and (e) do not represent well-understood, routine, and conventional activity is not commensurate with the language of the claim. With respect to what is actually recited in the claim, we are persuaded based on the full trial record that the calculations are the abstract idea itself (i.e., the fundamental economic practice of “time-based trade analysis”), rather than additional elements that could transform the claim into a patent-eligible application of an abstract idea. See supra Section II.F.1.b; BSG Tech LLC v. BuySeasons, Inc., 899 F.3d 1281, 1290 (Fed. Cir. 2018) (“[A] claimed invention’s use of the ineligible concept to which it is directed cannot supply the inventive concept that renders the invention ‘significantly more’ than that ineligible concept.”). Regardless, though, Petitioner also has provided persuasive evidence regarding the conventionality of steps (d) and (e), particularly given the broad manner in which they are recited in the claim. See, e.g., Ex. 1004 ¶¶ 69–84; Ex. 1021, 115 (“It is widely documented that return volatility varies systematically over the trading day and that this pattern is highly correlated with the intraday variation of trading volume and bid-ask spreads.”); Ex. 1019, 13 (“Trading models offer a real-time analysis of foreign exchange movements and generate explicit trading recommendations. These models are based on the continuous collection and treatment of foreign exchange quotes by market makers around the clock at the tick-by-tick frequency level.”); Ex. 1031, 728–732 (describing modeling that accounts for time periods of different levels of activity, such as when particular FX markets are open, and using time intervals of “hours, days, weeks or years”). Petitioner also has provided a detailed explanation citing persuasive evidence that, even if claim 1 did require distributed parallel processing and real-time trading model calculations, both were well-understood, routine, and conventional at the time of the ’534 patent. See Reply 9–11, 15–17; Ex. 1038 ¶¶ 23 (citing, for example, Ex. 1031, 228–232), 29–35 (citing, for example, Ex. 1031, 718). We credit Mr. Donefer’s testimony, which is supported by evidence in the record and unrebutted—Patent Owner did not address the evidence discussed in the Petition and Mr. Donefer’s initial declaration in its Response, did not file a Sur-Reply addressing Mr. Donefer’s reply declaration and cited evidence, and did not provide any contrary evidence in the record. See Reply 1, 3.” slip op. at 30
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundUnpatentable
“testimony of Mr. Donefer, for why a person of ordinary skill in the art would have had reason to combine Pictet’s teachings and arrive at the method of proposed substitute claim 13. Id. at 24–25 (citing Ex. 1031, 716–723; Ex. 1038 ¶¶ 52–58, 75–77). Petitioner argues that a person of ordinary skill in the art “would have recognized that Pictet’s data collection and storage steps (i.e., steps (a)-(c)) provide inputs for the subsequent calculations (i.e., steps (d)-[(e)]),” “would have understood Pictet as teaching that the distributed parallel processing . . . applies to the implementation of the trading models performing those calculations,” and would have had “reason to use at least five of the parameters discussed [in Pictet] when configuring the rules governing the ‘grand’ model.” Id. at 24. Petitioner further contends that numerous types of parameters were routinely used when designing and evaluating trade models, and Pictet’s moving average . . . is no different. Moreover, Pictet describes two categories of threshold values (i.e., trend and overbought/oversold) and expressly teaches using “several threshold values of both types,” which at a minimum suggests four such parameters. The voting scheme is also an integral part of the weighted moving average Pictet describes. A [person of ordinary skill in the art] also had reason to incorporate a time parameter setting the amount of time in the past that is considered, since a [person of ordinary skill in the art] would have understood that price data from the distant past is less 984, 990 (Fed. Cir. 2020) (non-precedential) (recognizing that “the Board need not address issues that are not necessary to the resolution of the proceeding”). relevant to a moving average. Pictet also teaches using stop-loss and stop-profit parameters as part of its model implementation. Id. at 24–25 (citations omitted). We have reviewed Petitioner’s analysis and find it persuasive. Petitioner’s reasoning is consistent with the disclosure of Pictet and supported by the testimony of Mr. Donefer, which we credit. For the reasons stated by Petitioner and Mr. Donefer, we find that a person of ordinary skill in the art would have had reason to combine the cited teachings of Pictet in the manner asserted with a reasonable expectation of success.” slip op. at 53
- PTAB / AIA Trials › Motions to amend / substitute claimsMotion to amend, deniedDenied
“3. Patentability Pursuant to 37 C.F.R. § 42.221(d)(2), Petitioner “bears the burden of persuasion to show, by a preponderance of the evidence,” that proposed substitute claim 13 is unpatentable. Petitioner argues that proposed substitute claim 13 fails to recite patent-eligible subject matter under 35 U.S.C. § 101, is indefinite under 35 U.S.C. § 112, second paragraph, and would have been obvious under 35 U.S.C. § 103(a). Opp. 3–25. For the reasons explained below, we determine that Petitioner has met its burden to show, by a preponderance of the evidence, that claim 13 is unpatentable as claiming patent-ineligible subject matter under 35 U.S.C. § 101 and obvious under 35 U.S.C. § 103(a), and need not reach Petitioner’s arguments regarding definiteness under 35 U.S.C. § 112, second paragraph.” slip op. at 39
Patent outcomesUS 7,496,534 unpatentableClaim construction§ 101 eligibility§ 103 obviousnesscites Alice · Mayo · Bilski · Berkheimer · Enfish · KSR · GrahamPatents in suitUS 7,496,534
Holdings, summaries, rulings, issues, outcomes, winners and claim constructions shown for a decision were generated by a large language model reading the opinion. They are a guide to the decision, not the decision. Confirm every one against the court's own text before relying on it. Outcomes read from the patent owner’s side. Party names are extracted from the decision and are missing on about 900 short Director denials and scans, which carry the trial number instead.